Abstract
Forensic entomology plays an important role in death investigations. The morphological identification of forensically important insects (FII) recovered from the scene of crime is important to help estimate time since death. It is seen that many times insects are in their immature stages which are indistinguishable. The molecular techniques come here as golden standards to barcode the genetic code of such FII and identify them at species level targeting mainly on NADH dehydrogenase 1 to 5 (ND 1–5), cytochrome b and c oxidase (COI) mitochondrial gene. However, at times species are so closely related that dissimilar species are grouped together. This often ends with their incorrect identification both morphologically and at molecular level. Alternatively, Matrix assisted laser desorption/ionization time of flight mass spectrophotometry (MALDI TOF MS) techniques based on the proteins content in a given species, help in discriminating closely related species along with deciphering their age. Studies have shown that MALDI TOF MS discriminates morphologically, biochemically, and genetically similar species at higher degree of confidence. Not the least, they are economical, quick and do not require prior reference data, knowledge or expertise in taxon identification. The technique is although not new but it is emerging a little slowly to identify forensically important insects for correct estimation of post mortem interval.
Keywords
- Forensically important insects (FII)
- Matrix assisted laser desorption/ionization time of flight mass spectrophotometry (MALDI TOF MS)
- Proteins
- Identification of species and age
- Minimum post mortem interval (PMImin)
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Abbreviations
- (Q-TOF) MS:
-
Quadrupole orthogonal acceleration time of flight
- AmTRP:
-
Apis mellifera tachykinin-related peptide
- bp:
-
Base pair
- CBOL:
-
Consortium for barcode of life
- CHC:
-
Cuticular hydrocarbons
- COI,II,III :
-
Cytochrome C Oxidase Subunit I,II,III
- cytb :
-
Cytochrome b
- DNA:
-
Deoxyribonucleic acid
- Ds:
-
Dice similarity
- FII:
-
Forensically important insects
- GAM:
-
Generalized additive model
- Ile:
-
Isoleucine
- ITS:
-
Internal Transcribed Spacer
- kDa:
-
Kilo Daltons
- Leu:
-
Leucine
- LSV:
-
Log score value
- MALDI-TOF-MS:
-
Matrix assisted laser desorption/ionization time of flight mass spectrophotometry
- mt COI:
-
Mitochondrial Cytochrome C Oxidase Subunit I
- Mt-DNA:
-
Mitochondrial Deoxyribonucleic acid DNA
- NCBI:
-
National centre of Biotechnology and Information
- NU-DNA:
-
Nuclear deoxyribonucleic acid
- PCR-RFLP:
-
Polymerase chain reaction restriction fragment length polymorphism
- PMImin:
-
Minimum post mortem interval
- PVK/CAP2b:
-
Periviscerokinin/cardioacceleratory peptide 2b
- rDNA:
-
Ribosomal deoxyribonucleic acid
- Real-time PCR:
-
Real time polymerase chain reaction
- rRNA:
-
Ribosomal ribonucleic acid
References
Al-Khalifa MS, Mashaly AM et al (2020) Insect species colonized indoor and outdoor human corpses in Riyadh, Saudi Arabia. J King Saud Univ Sci 32(3):1812–1817
Al-Qahtni AH, Al-Khalifa MS et al (2020) Two human cases associated with forensic insects in Riyadh, Saudi Arabia. Saudi J Biol Sci 27(3):881–886
Amendt J, Krettek R et al (2004) Forensic entomology. Naturwissenschaften 91(2):51–65
Amendt J, Richards C et al (2011) Forensic entomology: applications and limitations. Forensic Sci Med Pathol 7(4):379–392
Anderson GS (2001) Insect succession on carrion and its relationship to determining time of death. In: Forensic entomology: the utility of arthropods in legal investigations. CRC Press, Boca Raton, FL, pp 143–176
Anderson GS, VanLaerhoven SL (1996) Initial studies on insect succession on carrion in southwestern British Columbia. J Forensic Sci 41(4):617–625
Aneyo I, Alafia O et al (2020) Aerobic microbe community and necrophagous insects associated with decomposition of pig carrion poisoned with lead. Legal Med 42:101638
Antunes S, Galindo RC et al (2012) Functional genomics studies of Rhipicephalus (Boophilus) annulatus ticks in response to infection with the cattle protozoan parasite, Babesia bigemina. Int J Parasitol 42(2):187–195
Arbeitman MN, Furlong EE et al (2002) Gene expression during the life cycle of Drosophila melanogaster. Science 297(5590):2270–2275
Ashworth JR, Wall R (1994) Responses of the sheep blowflies Lucilia sericata and L. cuprina to odour and the development of semiochemical baits. Med Vet Entomol 8(4):303–309
Audsley N, Weaver RJ (2003) Identification of neuropeptides from brains of larval Manduca sexta and Lacanobia oleracea using MALDI-TOF mass spectrometry and post-source decay. Peptides 24(10):1465–1474
Bala M, Sharma A (2016) Review of some recent techniques of age determination of blow flies having forensic implications. Egypt J Forensic Sci 6(3):203–208
Ballard JWO, Chernoff B et al (2002) Divergence of mitochondrial DNA is not corroborated by nuclear DNA, morphology, or behavior in Drosophila simulans. Evolution 56(3):527–545
Ballard JWO, Melvin RG et al (2007) Mitochondrial DNA variation is associated with measurable differences in life-history traits and mitochondrial metabolism in Drosophila simulans. Evolution 61(7):1735–1747
Beckstead RB, Lam G et al (2005) The genomic response to 20-hydroxyecdysone at the onset of Drosophila metamorphosis. Genome Biol 6(12):R99
Benecke M, Wells JD (2001) DNA techniques for forensic entomology. In: Forensic entomology: the utility of arthropods in legal investigations. CRC Press, Boca Raton, FL, pp 341–352
Berg MC, Benbow ME (2013) Environmental factors associated with Phormia regina (Diptera: Calliphoridae) oviposition. J Med Entomol 50(2):451–457
Boykin LM, Armstrong K et al (2012) DNA barcoding invasive insects: database roadblocks. Invertebr Syst 26(6):506–514
Burgdorfer W, Mavros AJ (1970) Susceptibility of various species of rodents to the relapsing fever spirochete, Borrelia hermsii. Infect Immun 2(3):256–259
Byrd JH, Castner JL (2009) Forensic entomology: the utility of arthropods in legal investigations. CRC Press, Boca Raton, FL
Campbell PM (2005) Species differentiation of insects and other multicellular organisms using matrix-assisted laser desorption/ionization time of flight mass spectrometry protein profiling. Syst Entomol 30(2):186–190
Campobasso CP, Introna F (2001) The forensic entomologist in the context of the forensic pathologist’s role. Forensic Sci Int 120(1–2):132–139
Campobasso CP, Di Vella G et al (2001) Factors affecting decomposition and Diptera colonization. Forensic Sci Int 120(1–2):18–27
Carvalho LM, Linhares ACX et al (2001) Determination of drug levels and the effect of diazepam on the growth of necrophagous flies of forensic importance in southeastern Brazil. Forensic Sci Int 120(1–2):140–144
Claydon MA, Davey SN et al (1996) The rapid identification of intact microorganisms using mass spectrometry. Nat Biotechnol 14(11):1584–1586
Clynen E, Baggerman G et al (2003) Peptidomics of the locust corpora allata: identification of novel pyrokinins (-FXPRLamides). Peptides 24(10):1493–1500
Cook PE, Hugo LE et al (2006) The use of transcriptional profiles to predict adult mosquito age under field conditions. Proc Natl Acad Sci U S A 103(48):18060–18065
Cvačka J, Jiroš P et al (2006) Analysis of insect cuticular hydrocarbons using matrix-assisted laser desorption/ionization mass spectrometry. J Chem Ecol 32(2):409–434
Cywinska A, Hunter F et al (2006) Identifying Canadian mosquito species through DNA barcodes. Med Vet Entomol 20(4):413–424
Dadour IR, Cook DF et al (2001) Forensic entomology: application, education and research in Western Australia. Forensic Sci Int 120(1):48–52
De Jong G (1995) Report of Chrysomya megacephala (Diptera: Calliphoridae) in northern New Mexico. Entomol News 106(4):192
Dekeirsschieter J, Verheggen F et al (2009) Cadaveric volatile organic compounds released by decaying pig carcasses (Sus domesticus L.) in different biotopes. Forensic Sci Int 189(1–3):46–53
Dieme C, Yssouf A et al (2014) Accurate identification of Culicidae at aquatic developmental stages by MALDI-TOF MS profiling. Parasit Vectors 7(1):544
Donaldson AE, Lamont IL (2014) Estimation of post-mortem interval using biochemical markers. Aust J Forensic Sci 46(1):8–26
Dridi B, Raoult D et al (2012) Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry identification of Archaea: towards the universal identification of living organisms. APMIS 120(2):85–91
Dvorak V, Halada P et al (2014) Identification of phlebotomine sand flies (Diptera: Psychodidae) by matrix-assisted laser desorption/ionization time of flight mass spectrometry. Parasit Vectors 7(1):21
Ellison JR, Hampton EN (1982) Age determination using the apodeme structure in adult screwworm flies (Cochliomyia hominivorax). J Insect Physiol 28(9):731–736
Evans JD, Wheeler DE (1999) Differential gene expression between developing queens and workers in the honey bee, Apis mellifera. Proc Natl Acad Sci U S A 96(10):5575–5580
Federhen S (2011) The NCBI taxonomy database. Nucleic Acids Res 40(D1):D136–D143
Feltens R, Görner R et al (2010) Discrimination of different species from the genus Drosophila by intact protein profiling using matrix-assisted laser desorption ionization mass spectrometry. BMC Evol Biol 10(1):95
Fotso AF, Mediannikov O et al (2014) MALDI-TOF mass spectrometry detection of pathogens in vectors: the Borrelia crocidurae/Ornithodoros sonrai paradigm. PLoS Negl Trop Dis 8(7):e2984
Freiwald A, Sauer S (2009) Phylogenetic classification and identification of bacteria by mass spectrometry. Nat Protoc 4(5):732
Gennard D (2012) Forensic entomology: an introduction. John Wiley & Sons, Hoboken, NJ
Giffen JE, Rosati JY et al (2017) Species identification of necrophagous insect eggs based on amino acid profile differences revealed by direct analysis in real time-high resolution mass spectrometry. Anal Chem 89(14):7719–7726
Goff M (1993) Estimation of postmortem interval using arthropod development and successional patterns. Forensic Sci Rev 5:81–81
Greenberg B, Kunich JC (2002) Entomology and the law: flies as forensic indicators. Cambridge University Press, Cambridge
Griffiths K, Krosch MN et al (2020) Variation in decomposition stages and carrion insect succession in a dry tropical climate and its effect on estimating postmortem interval. Forensic Sci Res:1–9. https://doi.org/10.1080/20961790.2020.1733830
Gupta A, Setia P (2004) Forensic entomology—past, present and future. Anil Aggrawals Internet J Forensic Med Toxicol 5(1):50–53
Gutiérrez-Gutiérrez C, Cantalapiedra-Navarrete C et al (2013) Molecular phylogeny of the nematode genus Longidorus (Nematoda: Longidoridae) with description of three new species. Zool J Linnean Soc 167(4):473–500
Hart AJ, Whitaker AP (2006) Forensic entomology: insect activity and its role in the decomposition of human cadavers. Antenna 30(4):159–164
Hebert PD, Cywinska A et al (2003) Biological identifications through DNA barcodes. Proc R Soc Lond B Biol Sci 270(1512):313–321
Hebert PD, Stoeckle MY et al (2004) Identification of birds through DNA barcodes. PLoS Biol 2(10):e312
Hofer IM, Hart AJ et al (2017) Optimising crime scene temperature collection for forensic entomology casework. Forensic Sci Int 270:129–138
Holland R, Wilkes J et al (1996) Rapid identification of intact whole bacteria based on spectral patterns using matrix-assisted laser desorption/ionization with time-of-flight mass spectrometry. Rapid Commun Mass Spectrom 10(10):1227–1232
Hoppenheit A, Murugaiyan J et al (2013) Identification of Tsetse (Glossina spp.) using matrix-assisted laser desorption/ionisation time of flight mass spectrometry. PLoS Negl Trop Dis 7(7):e2305
Ingrisch S (1995) Evolution of the Chorthippus biguttulus group (Orthoptera, Acriditae) in the Alps, based on morphology and stridulation. Rev Suisse Zool 102(2):475–535
Inosaki A, Yasuda A et al (2010) Mass spectrometric analysis of peptides in brain neurosecretory cells and neurohemal organs in the adult blowfly, Protophormia terraenovae. Comp Biochem Physiol A Mol Integr Physiol 155(2):190–199
Jiggins FM (2002) The rate of recombination in Wolbachia bacteria. Mol Biol Evol 19(9):1640–1643
Karger A, Kampen H et al (2012) Species determination and characterization of developmental stages of ticks by whole-animal matrix-assisted laser desorption/ionization mass spectrometry. Ticks Tick Borne Dis 3(2):78–89
Kaufmann C, Ziegler D et al (2011) Evaluation of matrix-assisted laser desorption/ionization time of flight mass spectrometry for characterization of Culicoides nubeculosus biting midges. Med Vet Entomol 25(1):32–38
Kaufmann C, Schaffner F et al (2012a) Identification of field-caught Culicoides biting midges using matrix-assisted laser desorption/ionization time of flight mass spectrometry. Parasitology 139(2):248–258
Kaufmann C, Steinmann IC et al (2012b) Spatio-temporal occurrence of Culicoides biting midges in the climatic regions of Switzerland, along with large scale species identification by MALDI-TOF mass spectrometry. Parasit Vectors 5(1):246
Krishnamurthy T, Rajamani U et al (1996) Detection of pathogenic and non-pathogenic bacteria by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. Rapid Commun Mass Spectrom 10(8):883–888
La Scola B, Campocasso A et al (2010) Tentative characterization of new environmental giant viruses by MALDI-TOF mass spectrometry. Intervirology 53(5):344–353
Li C, Ma D et al (2017) Application of MALDI-TOF MS for estimating the postmortem interval in rat muscle samples. J Forensic Sci 62(5):1345–1350
Macht M, Asperger A et al (2004) Comparison of laser-induced dissociation and high-energy collision-induced dissociation using matrix-assisted laser desorption/ionization tandem time-of-flight (MALDI-TOF/TOF) for peptide and protein identification. Rapid Commun Mass Spectrom 18(18):2093–2105
Mangold A, Bargues M et al (1997) 18S rRNA gene sequences and phylogenetic relationships of European hard-tick species (Acari: Ixodidae). Parasitol Res 84(1):31–37
Mathis A, Depaquit J et al (2015) Identification of phlebotomine sand flies using one MALDI-TOF MS reference database and two mass spectrometer systems. Parasit Vectors 8(1):266
Medzihradszky KF, Campbell JM et al (2000) The characteristics of peptide collision-induced dissociation using a high-performance MALDI-TOF/TOF tandem mass spectrometer. Anal Chem 72(3):552–558
Mellmann A, Cloud J et al (2008) Evaluation of matrix-assisted laser desorption ionization-time-of-flight mass spectrometry in comparison to 16S rRNA gene sequencing for species identification of nonfermenting bacteria. J Clin Microbiol 46(6):1946–1954
Metcalf JL, Parfrey LW et al (2013) A microbial clock provides an accurate estimate of the postmortem interval in a mouse model system. Elife 2:e01104
Mirth CK, Truman JW et al (2009) The ecdysone receptor controls the post-critical weight switch to nutrition-independent differentiation in Drosophila wing imaginal discs. Development 136(14):2345–2353
Mizrachi I (2007) GenBank: the nucleotide sequence database. The NCBI Handbook [Internet], updated 22
Morris M, Woolhouse A et al (1998) Orientation stimulants from substances attractive to Lucilia cuprina (Diptera, Calliphoridae). Aust J Exp Agric 38(5):461–468
Nachman RJ, Russell WK et al (2005) Mass spectrometric assignment of Leu/Ile in neuropeptides from single neurohemal organ preparations of insects. Peptides 26(11):2151–2156
Narita S, Nomura M et al (2006) Genetic structure of sibling butterfly species affected by Wolbachia infection sweep: evolutionary and biogeographical implications. Mol Ecol 15(4):1095–1108
Nekola JC, Barthel M (2002) Morphometric analysis of the genus Carychium in the Great Lakes region of North America. J Conchol 37(5):515–532
Noël S, Tessier N et al (2004) Molecular identification of two species of myiasis-causing Cuterebra by multiplex PCR and RFLP. Med Vet Entomol 18(2):161–166
Norris DE, Klompen J et al (1996) Population genetics of Ixodes scapularis (Acari: Ixodidae) based on mitochondrial 16S and 12S genes. J Med Entomol 33(1):78–89
Packer L, Gibbs J et al (2009) DNA barcoding and the mediocrity of morphology. Mol Ecol Resour 9:42–50
Payne JA (1965) A summer carrion study of the baby pig Sus scrofa Linnaeus. Ecology 46(5):592–602
Pechal JL, Moore H et al (2014) Hydrocarbon profiles throughout adult Calliphoridae aging: a promising tool for forensic entomology. Forensic Sci Int 245:65–71
Perera MR, Vargas RDF et al (2005) Identification of aphid species using protein profiling and matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. Entomol Exp Appl 117(3):243–247
Pohjoismäki JL, Karhunen PJ et al (2010) Indoors forensic entomology: colonization of human remains in closed environments by specific species of sarcosaprophagous flies. Forensic Sci Int 199(1–3):38–42
Powell JR, DeSalle R (1995) Drosophila molecular phylogenies and their uses. In: Evolutionary biology. Springer, New York, pp 87–138
Predel R, Wegener C et al (2004) Peptidomics of CNS-associated neurohemal systems of adult Drosophila melanogaster: a mass spectrometric survey of peptides from individual flies. J Comp Neurol 474(3):379–392
Predel R, Roth S et al (2005) New insect order Mantophasmatodea: species differentiation by mass fingerprints of peptide hormones? J Zool Syst Evol Res 43(2):149–156
Rahman MM, Neupert S et al (2013) Neuropeptidomics of the Australian sheep blowfly Lucilia cuprina (Wiedemann) and related Diptera. Peptides 41:31–37
Ratnasingham S, Hebert PD (2007) BOLD: the barcode of life data system. Mol Ecol Notes 7(3):355–364. http://www.barcodinglife.org
Rindi F, Guiry MD et al (2008) Distribution, morphology, and phylogeny of Klebsormidium (Klebsormidiales, Charophyceae) in urban environments in Europe 1. J Phycol 44(6):1529–1540
Rousset F, Solignac M (1995) Evolution of single and double Wolbachia symbioses during speciation in the Drosophila simulans complex. Proc Natl Acad Sci U S A 92(14):6389–6393
Roux O, Gers C et al (2008) Ontogenetic study of three Calliphoridae of forensic importance through cuticular hydrocarbon analysis. Med Vet Entomol 22(4):309–317
Sambou M, Aubadie-Ladrix M et al (2015) Comparison of matrix-assisted laser desorption ionization–time of flight mass spectrometry and molecular biology techniques for identification of Culicoides (Diptera: Ceratopogonidae) biting midges in Senegal. J Clin Microbiol 53(2):410–418
Sauer S, Freiwald A et al (2008) Classification and identification of bacteria by mass spectrometry and computational analysis. PLoS One 3(7):e2843
Sawamura K (2000) Genetics of hybrid inviability and sterility in Drosophila: the Drosophila melanogaster–Drosophila simulans case. Plant Species Biol 15(3):237–247
Schaffner F, Kaufmann C et al (2014) Rapid protein profiling facilitates surveillance of invasive mosquito species. Parasit Vectors 7(1):142
Seng P, Rolain J-M et al (2010) MALDI-TOF-mass spectrometry applications in clinical microbiology. Future Microbiol 5(11):1733–1754
Singhal N, Kumar M et al (2015) MALDI-TOF mass spectrometry: an emerging technology for microbial identification and diagnosis. Front Microbiol 6:791
Sperling FA, Anderson GS et al (1994) A DNA-based approach to the identification of insect species used for postmortem interval estimation. J Forensic Sci 39(2):418–427
Statheropoulos M, Agapiou A et al (2007) Environmental aspects of VOCs evolved in the early stages of human decomposition. Sci Total Environ 385(1–3):221–227
Steinmann IC, Pflüger V et al (2013) Evaluation of matrix-assisted laser desorption/ionization time of flight mass spectrometry for the identification of ceratopogonid and culicid larvae. Parasitology 140(3):318–327
Takeuchi H, Yasuda A et al (2003) Identification of a tachykinin-related neuropeptide from the honeybee brain using direct MALDI-TOF MS and its gene expression in worker, queen and drone heads. Insect Mol Biol 12(3):291–298
Tantawi TI, El-Kady EM et al (1996) Arthropod succession on exposed rabbit carrion in Alexandria, Egypt. J Med Entomol 33(4):566–580
Tarone AM, Foran DR (2011) Gene expression during blow fly development: improving the precision of age estimates in forensic entomology. J Forensic Sci 56:S112–S122
Tarone AM, Jennings KC et al (2007) Aging blow fly eggs using gene expression: a feasibility study. J Forensic Sci 52(6):1350–1354
Toolson EC, Kuper-Simbron R (1989) Laboratory evolution of epicuticular hydrocarbon composition and cuticular permeability in Drosophila pseudoobscura: effects on sexual dimorphism and thermal-acclimation ability. Evolution 43(2):468–473
Tullis K, Goff ML (1987) Arthropod succession in exposed carrion in a tropical rainforest on O’ahu Island, Hawai’i. J Med Entomol 24(3):332–339
Ulrich S, Kühn U et al (2017) Direct identification of edible insects by MALDI-TOF mass spectrometry. Food Control 76:96–101
Wegener C, Gorbashov A (2008) Molecular evolution of neuropeptides in the genus Drosophila. Genome Biol 9(8):R131
Wells J, LaMotte L (2001) Estimating the postmortem interval. In: Byrd JH, Castner JL (eds) Forensic entomology: the utility of arthropods in legal investigations. CRC Press, Boca Raton, FL
Wells JD, Sperling FA (2001) DNA-based identification of forensically important Chrysomyinae (Diptera: Calliphoridae). Forensic Sci Int 120(1–2):110–115
Wells JD, Stevens JR (2008) Application of DNA-based methods in forensic entomology. Annu Rev Entomol 53:103–120
Wells JD, Pape T et al (2001) DNA-based identification and molecular systematics of forensically important Sarcophagidae (Diptera). J Forensic Sci 46(5):1098–1102
Whitworth T, Dawson R et al (2007) DNA barcoding cannot reliably identify species of the blowfly genus Protocalliphora (Diptera: Calliphoridae). Proc R Soc B Biol Sci 274(1619):1731–1739
Xinghua W, Jifeng C et al (2010) The availability of 16SrDNA gene for identifying forensically important blowflies in China. Rom J Leg Med 1:43–50
Xu H, Ye G-Y et al (2014) Age-dependent changes in cuticular hydrocarbons of larvae in Aldrichina grahami (Aldrich) (Diptera: Calliphoridae). Forensic Sci Int 242:236–241
Yasuda-Kamatani Y, Yasuda A (2000) Identification of orcokinin gene-related peptides in the brain of the crayfish Procambarus clarkii by the combination of MALDI-TOF and on-line capillary HPLC/Q-TOF mass spectrometries and molecular cloning. Gen Comp Endocrinol 118(1):161–172
Yssouf A, Socolovschi C et al (2013) Matrix-assisted laser desorption ionization-time of flight mass spectrometry: an emerging tool for the rapid identification of mosquito vectors. PLoS One 8(8):e72380
Yssouf A, Parola P et al (2014) Identification of European mosquito species by MALDI-TOF MS. Parasitol Res 113(6):2375–2378
Yssouf A, Almeras L et al (2015) Identification of tick species and disseminate pathogen using hemolymph by MALDI-TOF MS. Ticks Tick Borne Dis 6(5):579–586
Zhu GH, Xu XH et al (2007) Puparial case hydrocarbons of Chrysomya megacephala as an indicator of the postmortem interval. Forensic Sci Int 169(1):1–5
Acknowledgements
V.V. is thankful to University Grant Commission Basic Science Research start up project No.F.30-12/2014(BSR) sanctioned to her.
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Vinayak, V., Rai, A. (2020). MALDITOF the Fourth Generation Techniques Still at Its Infancy to Identify Forensically Important Insects. In: Shrivastava, P., Dash, H.R., Lorente, J.A., Imam, J. (eds) Forensic DNA Typing: Principles, Applications and Advancements . Springer, Singapore. https://doi.org/10.1007/978-981-15-6655-4_26
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